{"id":"W3215820635","doi":"10.26503/dl.v2020i1.1270","title":"“Gamification Does Not Belong at a University”","year":2020,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00740156,0.0007127034,0.0004890183,0.0008739704,0.01220015,0.008632915,0.001775898,0.003899863,0.007030975],"category_scores_gemma":[0.02158877,0.0004212096,0.0005785432,0.0006825068,0.01255312,0.00858663,0.007638331,0.006133332,0.002321351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287992,"about_ca_system_score_gemma":0.002973007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007623,"about_ca_topic_score_gemma":0.002105322,"domain_scores_codex":[0.9823964,0.01148833,0.0003988797,0.001259832,0.002674789,0.001781826],"domain_scores_gemma":[0.9877642,0.003358676,0.001545328,0.002003,0.001137009,0.004191824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005034501,0.001248493,0.05348004,0.0006211593,0.000124655,0.00802565,0.3489488,0.001674546,0.007075714,0.3245842,0.04332333,0.2103899],"study_design_scores_gemma":[0.00006522633,0.001042122,0.02009727,0.0008972109,0.00007407809,0.01249198,0.3773195,0.004927681,0.005434616,0.09241941,0.4849713,0.0002596746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6686153,0.0007961551,0.03621297,0.0392136,0.001124447,0.0003329026,0.00003760924,0.0008307419,0.2528363],"genre_scores_gemma":[0.9752316,0.0001311251,0.007157828,0.002263319,0.00006644617,0.0001021408,0.000022014,0.0000921703,0.01493318],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01220015,"threshold_uncertainty_score":0.03914362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562010846822624,"score_gpt":0.2838198752549675,"score_spread":0.2481997667867412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}